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Fundamental brain theory: the MAIN challenge to theoretical physics - - PowerPoint PPT Presentation

Fundamental brain theory: the MAIN challenge to theoretical physics and mathematics of the brain Konstantin Anokhin Institute for Advanced Brain Studies Lomonosov Moscow State University Theoretical physics and mathematics of the brain: 4-5


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Fundamental brain theory:

the MAIN challenge to theoretical physics and mathematics of the brain Konstantin Anokhin

Institute for Advanced Brain Studies Lomonosov Moscow State University

“Theoretical physics and mathematics of the brain: Bridges across disciplines and applications”

4-5 December 2019, Moscow

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Current situation

₋ A burst of neuroscience research ₋ Leads to huge amount of data ₋ Is accompanied by lack of understanding ₋ And desperate need for a fundamental brain theory (FBT)

Theoretical physics and mathematics of the brain

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What are the requirements for FBT?

FBT

General requirements Specific requirements

  • should explain

maximum (all) data

  • with minimum basic

principles

  • should address three

major biological questions

  • and solve the MAIN

problem

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General requirements

“When we say that we understand a group of natural phenomena, we mean that we have found a constructive theory that embraces them.“

  • A. Einstein

"The following requirement for a complete theory seems to be a necessary one: every element of physical reality must have a counterpart in the physical theory"

  • A. Einstein, B.Podolsky, N.Rosen. Can quantum-

mechanical description of physical reality be considered complete? Physical Review 47 (1935): 777f

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Specific requirements: major biological questions

“Biologists ask only three questions of a living organism: − How is it built? − How does it work? − And how did it get that way?” Sydney Brenner

  • A. Through

evolution

  • B. Through

development

  • C. Through

development (unique for brain)

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Specific requirements: the MAIN problem

“More is different”

Philip Anderson (1972)

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Specific requirements:

The MAIN problem for FBT is Mind-brAIN problem

Explanatory gap

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Attempts (among physicists)

Chapter 1. The Physical Basis of Consciousness “A Tentative Answer I would summarize my general hypothesis thus: consciousness is associated with the learning of the living substance.”

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Attempts (among physicists)

"You, your joys and your sorrows, your memories and your ambitions, your sense of personal identity and free will, are in fact no more than the behavior of a vast assembly of nerve cells and their associated molecules. As Lewis Carroll's Alice might have phrased it: "you're nothing but a pack of neurons."

  • F. Crick “The Astonishing Hypothesis”, 1993
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Attempts (among physicists)

Orchestrated objective reduction (Orch OR) theory

(R.Penrose and S. Hameroff)

Consciousness is based on non-computable quantum processing performed by qubits formed collectively on cellular microtubules, a process significantly amplified in the neurons.

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Attempts (among physicists)

Integrated information theory

(G.Tononi)

“IIT postulates that conscious experience is a fundamental aspect of reality and is identical to a particular type of information—integrated

  • information. Tononi’s theory offers a scientific,

constructive, predictive and mathematically precise form of panpsychism for the 21st

  • century. It is a gigantic step in the final

resolution of the ancient mind-body problem.”

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CURRENT KNOWLEDGE

  • Revolution in techniques
  • Brain facts
  • MAIN facts
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Revolution in techniques

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Brain facts

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Natural neural networks

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Natural neural networks

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Natural neural networks

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Natural neural networks

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Hippocampal neural network

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Hippocampal neural network channels information from and to the cortex

cortex (2-3) cortex (4-6)

from Lichtman et al.

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Hippocampal neural network

  • f learning neurons

c-Fos whole-mount immunohistochemistry

  • f the mouse hippocampus after fear conditioning A.Lazutkin et al., 2008
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“To understand the functioning of a network, one must know its elements and their interconnections. The purpose of this article is to discuss research strategies aimed at a comprehensive structural description of the network of elements and connections forming the human brain. We propose to call this dataset the human “connectome”.”

Sporns et al., (2005), ”The Human Connectome, a structural description of the human brain”

Any brain is connectome

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Bullmore E. and Sporns O., Nature Reviews, Vol.10, 2009

Analysis of connectomes

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MAIN facts

“In any field find the most unusual fact and then explore it” J.A. Wheeler

Cognitive specialization of neurons

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From Quiroga et al., 2009

Implantation sites in the patient brain

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“Bill Clinton neuron"

Kreiman et al., Proc Natl Acad Sci U S A. 2002. 99(12):8378-83.

Cognitive specialization of neurons in the human brain

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“Saddam Hussein neuron"

Kreiman et al., Proc Natl Acad Sci U S A. 2002. 99(12):8378-83.

Cognitive specialization of neurons in the human brain

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From: R.Q. Quiroga (2012) Nat.Rev. Neurosci

“Luke Skywalker neuron"

Cognitive specialization of neurons in the human brain

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“Jennifer Aniston neuron"

Quiroga et al., Nature. 2005. 435 (7045) 1102-7

  • J. Aniston alone
  • J. Aniston with a

Husband – Brad Pitt

Cognitive specialization of neurons in the human brain

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Quiroga et al., Nature. 2005. 435 (7045) 1102-7

LT LT LT SO SО SО SО SО SО SО Sydney Opera LT Lotus Temple New Delhi

Cognitive specialization of neurons in the human brain

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Cognitive specialization of neurons in the human brain

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  • It is extremely difficult to study these processes in the human brain.

V.B.Shvyrkov, "Systems determination of neuronal activity during behavior" Adv.Physiol.Sci, 14 (1983) 1-27.

  • However, similar phenomena exists in the animal brain.

Cognitive specialization of neurons in the animal brain

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Averkin et al., 2002

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Summary of requirements

FBT should: ▪ account for plethora (all) neuroscience facts, ▪ AND explain consciousness, ▪ using minimal basic assumptions.

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Three tentative first principles:

Global Integrative Network

GIN FUS NEM

Functional Systems Network Memory

Repeat… Mind

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Thank you for attention!